Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 3533211 |
| Missing cells | 69829472 |
| Missing cells (%) | 49.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 GiB |
| Average record size in memory | 320.0 B |
Variable types
| Categorical | 16 |
|---|---|
| Numeric | 18 |
| Unsupported | 6 |
id_mutation has a high cardinality: 1514872 distinct values | High cardinality |
date_mutation has a high cardinality: 365 distinct values | High cardinality |
adresse_nom_voie has a high cardinality: 506794 distinct values | High cardinality |
adresse_code_voie has a high cardinality: 16746 distinct values | High cardinality |
nom_commune has a high cardinality: 30590 distinct values | High cardinality |
ancien_nom_commune has a high cardinality: 192 distinct values | High cardinality |
id_parcelle has a high cardinality: 2142850 distinct values | High cardinality |
ancien_id_parcelle has a high cardinality: 3366 distinct values | High cardinality |
code_nature_culture_speciale has a high cardinality: 120 distinct values | High cardinality |
nature_culture_speciale has a high cardinality: 120 distinct values | High cardinality |
code_postal is highly correlated with ancien_code_commune | High correlation |
ancien_code_commune is highly correlated with code_postal and 1 other fields | High correlation |
lot1_surface_carrez is highly correlated with surface_reelle_bati and 2 other fields | High correlation |
lot2_surface_carrez is highly correlated with lot3_surface_carrez and 4 other fields | High correlation |
lot3_surface_carrez is highly correlated with lot2_surface_carrez and 3 other fields | High correlation |
lot4_numero is highly correlated with ancien_code_commune and 1 other fields | High correlation |
lot4_surface_carrez is highly correlated with lot2_surface_carrez and 2 other fields | High correlation |
lot5_numero is highly correlated with lot4_numero | High correlation |
lot5_surface_carrez is highly correlated with lot2_surface_carrez and 2 other fields | High correlation |
code_type_local is highly correlated with nombre_pieces_principales | High correlation |
surface_reelle_bati is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
nombre_pieces_principales is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
surface_terrain is highly correlated with lot1_surface_carrez | High correlation |
code_postal is highly correlated with ancien_code_commune | High correlation |
ancien_code_commune is highly correlated with code_postal and 1 other fields | High correlation |
lot1_surface_carrez is highly correlated with lot5_surface_carrez | High correlation |
lot2_surface_carrez is highly correlated with lot3_surface_carrez and 1 other fields | High correlation |
lot3_surface_carrez is highly correlated with lot2_surface_carrez and 2 other fields | High correlation |
lot4_numero is highly correlated with ancien_code_commune and 1 other fields | High correlation |
lot4_surface_carrez is highly correlated with lot3_surface_carrez and 1 other fields | High correlation |
lot5_numero is highly correlated with lot4_numero | High correlation |
lot5_surface_carrez is highly correlated with lot1_surface_carrez and 2 other fields | High correlation |
code_type_local is highly correlated with nombre_pieces_principales | High correlation |
surface_reelle_bati is highly correlated with lot4_surface_carrez | High correlation |
nombre_pieces_principales is highly correlated with code_type_local | High correlation |
code_postal is highly correlated with ancien_code_commune | High correlation |
ancien_code_commune is highly correlated with code_postal and 1 other fields | High correlation |
lot1_surface_carrez is highly correlated with surface_reelle_bati and 1 other fields | High correlation |
lot2_surface_carrez is highly correlated with lot5_surface_carrez and 2 other fields | High correlation |
lot3_surface_carrez is highly correlated with lot4_surface_carrez and 2 other fields | High correlation |
lot4_numero is highly correlated with ancien_code_commune and 1 other fields | High correlation |
lot4_surface_carrez is highly correlated with lot3_surface_carrez and 1 other fields | High correlation |
lot5_numero is highly correlated with lot4_numero | High correlation |
lot5_surface_carrez is highly correlated with lot2_surface_carrez and 2 other fields | High correlation |
code_type_local is highly correlated with nombre_pieces_principales | High correlation |
surface_reelle_bati is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
nombre_pieces_principales is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
code_type_local is highly correlated with type_local | High correlation |
code_nature_culture is highly correlated with nature_culture | High correlation |
type_local is highly correlated with code_type_local | High correlation |
nature_culture is highly correlated with code_nature_culture | High correlation |
adresse_numero is highly correlated with adresse_suffixe | High correlation |
adresse_suffixe is highly correlated with adresse_numero and 1 other fields | High correlation |
code_postal is highly correlated with ancien_code_commune and 1 other fields | High correlation |
ancien_code_commune is highly correlated with adresse_suffixe and 1 other fields | High correlation |
lot1_surface_carrez is highly correlated with lot2_surface_carrez and 3 other fields | High correlation |
lot2_surface_carrez is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
lot3_surface_carrez is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
lot4_numero is highly correlated with lot5_numero | High correlation |
lot4_surface_carrez is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
lot5_numero is highly correlated with lot4_numero | High correlation |
lot5_surface_carrez is highly correlated with lot1_surface_carrez and 3 other fields | High correlation |
code_type_local is highly correlated with type_local | High correlation |
type_local is highly correlated with code_type_local | High correlation |
code_nature_culture is highly correlated with nature_culture | High correlation |
nature_culture is highly correlated with code_nature_culture | High correlation |
longitude is highly correlated with code_postal and 1 other fields | High correlation |
latitude is highly correlated with longitude | High correlation |
valeur_fonciere has 40825 (1.2%) missing values | Missing |
adresse_numero has 1447761 (41.0%) missing values | Missing |
adresse_suffixe has 3380766 (95.7%) missing values | Missing |
ancien_code_commune has 3528985 (99.9%) missing values | Missing |
ancien_nom_commune has 3528985 (99.9%) missing values | Missing |
ancien_id_parcelle has 3529056 (99.9%) missing values | Missing |
numero_volume has 3523727 (99.7%) missing values | Missing |
lot1_numero has 2436238 (69.0%) missing values | Missing |
lot1_surface_carrez has 3234737 (91.6%) missing values | Missing |
lot2_numero has 3304923 (93.5%) missing values | Missing |
lot2_surface_carrez has 3458801 (97.9%) missing values | Missing |
lot3_numero has 3495391 (98.9%) missing values | Missing |
lot3_surface_carrez has 3525820 (99.8%) missing values | Missing |
lot4_numero has 3520085 (99.6%) missing values | Missing |
lot4_surface_carrez has 3531180 (99.9%) missing values | Missing |
lot5_numero has 3526863 (99.8%) missing values | Missing |
lot5_surface_carrez has 3532265 (> 99.9%) missing values | Missing |
code_type_local has 1632190 (46.2%) missing values | Missing |
type_local has 1632190 (46.2%) missing values | Missing |
surface_reelle_bati has 2090899 (59.2%) missing values | Missing |
nombre_pieces_principales has 1634823 (46.3%) missing values | Missing |
code_nature_culture has 1112059 (31.5%) missing values | Missing |
nature_culture has 1112059 (31.5%) missing values | Missing |
code_nature_culture_speciale has 3375916 (95.5%) missing values | Missing |
nature_culture_speciale has 3375916 (95.5%) missing values | Missing |
surface_terrain has 1112128 (31.5%) missing values | Missing |
longitude has 51669 (1.5%) missing values | Missing |
latitude has 51669 (1.5%) missing values | Missing |
numero_disposition is highly skewed (γ1 = 81.2603909) | Skewed |
valeur_fonciere is highly skewed (γ1 = 42.3720987) | Skewed |
lot1_surface_carrez is highly skewed (γ1 = 44.33723987) | Skewed |
lot2_surface_carrez is highly skewed (γ1 = 67.65985445) | Skewed |
lot4_numero is highly skewed (γ1 = 75.84754127) | Skewed |
lot5_numero is highly skewed (γ1 = 54.84380155) | Skewed |
nombre_lots is highly skewed (γ1 = 39.52830246) | Skewed |
surface_reelle_bati is highly skewed (γ1 = 162.9347308) | Skewed |
surface_terrain is highly skewed (γ1 = 45.59182149) | Skewed |
ancien_id_parcelle is uniformly distributed | Uniform |
code_commune is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
code_departement is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
numero_volume is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
lot1_numero is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
lot2_numero is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
lot3_numero is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
nombre_lots has 2436238 (69.0%) zeros | Zeros |
nombre_pieces_principales has 587272 (16.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-05 22:08:48.357661 |
|---|---|
| Analysis finished | 2021-10-05 22:25:43.240396 |
| Duration | 16 minutes and 54.88 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 1514872 |
|---|---|
| Distinct (%) | 42.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.0 MiB |
| 2019-171544 | 2778 |
|---|---|
| 2019-268092 | 2736 |
| 2019-384592 | 2164 |
| 2019-178592 | 2016 |
| 2019-1437512 | 1700 |
| Other values (1514867) |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 11.24444422 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 726052 ? |
|---|---|
| Unique (%) | 20.5% |
Sample
| 1st row | 2019-1 |
|---|---|
| 2nd row | 2019-2 |
| 3rd row | 2019-2 |
| 4th row | 2019-3 |
| 5th row | 2019-4 |
Common Values
| Value | Count | Frequency (%) |
| 2019-171544 | 2778 | 0.1% |
| 2019-268092 | 2736 | 0.1% |
| 2019-384592 | 2164 | 0.1% |
| 2019-178592 | 2016 | 0.1% |
| 2019-1437512 | 1700 | < 0.1% |
| 2019-1101871 | 1658 | < 0.1% |
| 2019-1325242 | 1543 | < 0.1% |
| 2019-1057935 | 1409 | < 0.1% |
| 2019-230952 | 1395 | < 0.1% |
| 2019-1044111 | 1271 | < 0.1% |
| Other values (1514862) | 3514541 |
Length
| Value | Count | Frequency (%) |
| 2019-171544 | 2778 | 0.1% |
| 2019-268092 | 2736 | 0.1% |
| 2019-384592 | 2164 | 0.1% |
| 2019-178592 | 2016 | 0.1% |
| 2019-1437512 | 1700 | < 0.1% |
| 2019-1101871 | 1658 | < 0.1% |
| 2019-1325242 | 1543 | < 0.1% |
| 2019-1057935 | 1409 | < 0.1% |
| 2019-230952 | 1395 | < 0.1% |
| 2019-1044111 | 1271 | < 0.1% |
| Other values (1514862) | 3514541 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 365 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.0 MiB |
| 2019-12-20 | 36454 |
|---|---|
| 2019-06-28 | 29693 |
| 2019-12-27 | 27606 |
| 2019-12-19 | 27075 |
| 2019-12-23 | 25723 |
| Other values (360) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2019-01-04 |
|---|---|
| 2nd row | 2019-01-04 |
| 3rd row | 2019-01-04 |
| 4th row | 2019-01-08 |
| 5th row | 2019-01-07 |
Common Values
| Value | Count | Frequency (%) |
| 2019-12-20 | 36454 | 1.0% |
| 2019-06-28 | 29693 | 0.8% |
| 2019-12-27 | 27606 | 0.8% |
| 2019-12-19 | 27075 | 0.8% |
| 2019-12-23 | 25723 | 0.7% |
| 2019-03-29 | 25501 | 0.7% |
| 2019-11-29 | 24992 | 0.7% |
| 2019-12-30 | 24653 | 0.7% |
| 2019-12-18 | 23998 | 0.7% |
| 2019-05-29 | 23152 | 0.7% |
| Other values (355) | 3264364 |
Length
| Value | Count | Frequency (%) |
| 2019-12-20 | 36454 | 1.0% |
| 2019-06-28 | 29693 | 0.8% |
| 2019-12-27 | 27606 | 0.8% |
| 2019-12-19 | 27075 | 0.8% |
| 2019-12-23 | 25723 | 0.7% |
| 2019-03-29 | 25501 | 0.7% |
| 2019-11-29 | 24992 | 0.7% |
| 2019-12-30 | 24653 | 0.7% |
| 2019-12-18 | 23998 | 0.7% |
| 2019-05-29 | 23152 | 0.7% |
| Other values (355) | 3264364 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 627 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.18635966 |
| Minimum | 1 |
|---|---|
| Maximum | 694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 694 |
| Range | 693 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.333766329 |
|---|---|
| Coefficient of variation (CV) | 5.338824763 |
| Kurtosis | 7182.774453 |
| Mean | 1.18635966 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 81.2603909 |
| Sum | 4191659 |
| Variance | 40.11659592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3315151 | |
| 2 | 179269 | 5.1% |
| 3 | 24353 | 0.7% |
| 4 | 4631 | 0.1% |
| 5 | 1743 | < 0.1% |
| 6 | 1250 | < 0.1% |
| 7 | 855 | < 0.1% |
| 10 | 469 | < 0.1% |
| 11 | 437 | < 0.1% |
| 9 | 364 | < 0.1% |
| Other values (617) | 4689 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3315151 | |
| 2 | 179269 | 5.1% |
| 3 | 24353 | 0.7% |
| 4 | 4631 | 0.1% |
| 5 | 1743 | < 0.1% |
| 6 | 1250 | < 0.1% |
| 7 | 855 | < 0.1% |
| 8 | 356 | < 0.1% |
| 9 | 364 | < 0.1% |
| 10 | 469 | < 0.1% |
| Value | Count | Frequency (%) |
| 694 | 1 | |
| 693 | 1 | |
| 692 | 1 | |
| 691 | 1 | |
| 690 | 1 | |
| 689 | 1 | |
| 688 | 1 | |
| 687 | 1 | |
| 686 | 1 | |
| 685 | 1 |
nature_mutation
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.0 MiB |
| Vente | |
|---|---|
| Vente en l'état futur d'achèvement | 261337 |
| Echange | 41612 |
| Vente terrain à bâtir | 10758 |
| Adjudication | 10435 |
Length
| Max length | 34 |
|---|---|
| Median length | 5 |
| Mean length | 7.246897227 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Vente |
|---|---|
| 2nd row | Vente |
| 3rd row | Vente |
| 4th row | Vente |
| 5th row | Vente |
Common Values
| Value | Count | Frequency (%) |
| Vente | 3205120 | |
| Vente en l'état futur d'achèvement | 261337 | 7.4% |
| Echange | 41612 | 1.2% |
| Vente terrain à bâtir | 10758 | 0.3% |
| Adjudication | 10435 | 0.3% |
| Expropriation | 3949 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| vente | 3477215 | |
| d'achèvement | 261337 | 5.7% |
| futur | 261337 | 5.7% |
| l'état | 261337 | 5.7% |
| en | 261337 | 5.7% |
| echange | 41612 | 0.9% |
| bâtir | 10758 | 0.2% |
| à | 10758 | 0.2% |
| terrain | 10758 | 0.2% |
| adjudication | 10435 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 138730 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 40825 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1027460.827 |
| Minimum | 0.01 |
|---|---|
| Maximum | 2086000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 2600 |
| Q1 | 60000 |
| median | 149000 |
| Q3 | 270000 |
| 95-th percentile | 1500000 |
| Maximum | 2086000000 |
| Range | 2086000000 |
| Interquartile range (IQR) | 210000 |
Descriptive statistics
| Standard deviation | 8156290.693 |
|---|---|
| Coefficient of variation (CV) | 7.938298456 |
| Kurtosis | 5534.136597 |
| Mean | 1027460.827 |
| Median Absolute Deviation (MAD) | 100000 |
| Skewness | 42.3720987 |
| Sum | 3.588289806 × 1012 |
| Variance | 6.652507787 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100000 | 30089 | 0.9% |
| 150000 | 29164 | 0.8% |
| 120000 | 27417 | 0.8% |
| 1 | 27396 | 0.8% |
| 80000 | 25365 | 0.7% |
| 200000 | 24130 | 0.7% |
| 130000 | 24114 | 0.7% |
| 110000 | 23723 | 0.7% |
| 50000 | 23545 | 0.7% |
| 140000 | 23154 | 0.7% |
| Other values (138720) | 3234289 | |
| (Missing) | 40825 | 1.2% |
| Value | Count | Frequency (%) |
| 0.01 | 3 | < 0.1% |
| 0.1 | 12 | < 0.1% |
| 0.15 | 398 | |
| 0.16 | 3 | < 0.1% |
| 0.18 | 36 | < 0.1% |
| 0.19 | 2 | < 0.1% |
| 0.3 | 4 | < 0.1% |
| 0.33 | 8 | < 0.1% |
| 0.34 | 3 | < 0.1% |
| 0.5 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 2086000000 | 2 | < 0.1% |
| 1750000000 | 3 | < 0.1% |
| 845000000 | 2 | < 0.1% |
| 690186750 | 24 | |
| 685667970 | 31 | |
| 612990460 | 6 | < 0.1% |
| 594609600 | 3 | < 0.1% |
| 527400000 | 5 | < 0.1% |
| 400000000 | 1 | < 0.1% |
| 385000000 | 1 | < 0.1% |
| Distinct | 7299 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1447761 |
| Missing (%) | 41.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 770.1700909 |
| Minimum | 1 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 26 |
| Q3 | 100 |
| 95-th percentile | 5727 |
| Maximum | 9999 |
| Range | 9998 |
| Interquartile range (IQR) | 92 |
Descriptive statistics
| Standard deviation | 2115.060468 |
|---|---|
| Coefficient of variation (CV) | 2.746225143 |
| Kurtosis | 7.513289879 |
| Mean | 770.1700909 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 2.943936252 |
| Sum | 1606151216 |
| Variance | 4473480.782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 93526 | 2.6% |
| 2 | 81794 | 2.3% |
| 3 | 65678 | 1.9% |
| 4 | 64887 | 1.8% |
| 5 | 58320 | 1.7% |
| 6 | 57097 | 1.6% |
| 7 | 50952 | 1.4% |
| 8 | 50044 | 1.4% |
| 9 | 46163 | 1.3% |
| 10 | 45629 | 1.3% |
| Other values (7289) | 1471360 | |
| (Missing) | 1447761 |
| Value | Count | Frequency (%) |
| 1 | 93526 | |
| 2 | 81794 | |
| 3 | 65678 | |
| 4 | 64887 | |
| 5 | 58320 | |
| 6 | 57097 | |
| 7 | 50952 | |
| 8 | 50044 | |
| 9 | 46163 | |
| 10 | 45629 |
| Value | Count | Frequency (%) |
| 9999 | 491 | |
| 9998 | 93 | < 0.1% |
| 9997 | 17 | < 0.1% |
| 9996 | 21 | < 0.1% |
| 9995 | 21 | < 0.1% |
| 9994 | 14 | < 0.1% |
| 9993 | 3 | < 0.1% |
| 9992 | 7 | < 0.1% |
| 9991 | 20 | < 0.1% |
| 9990 | 10 | < 0.1% |
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3380766 |
| Missing (%) | 95.7% |
| Memory size | 27.0 MiB |
| B | |
|---|---|
| A | |
| F | |
| T | |
| C | 5152 |
| Other values (35) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | B |
|---|---|
| 2nd row | Z |
| 3rd row | B |
| 4th row | B |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| B | 88283 | 2.5% |
| A | 24458 | 0.7% |
| F | 13635 | 0.4% |
| T | 11587 | 0.3% |
| C | 5152 | 0.1% |
| D | 2439 | 0.1% |
| E | 1395 | < 0.1% |
| Q | 1275 | < 0.1% |
| P | 724 | < 0.1% |
| G | 609 | < 0.1% |
| Other values (30) | 2888 | 0.1% |
| (Missing) | 3380766 |
Length
| Value | Count | Frequency (%) |
| b | 88283 | |
| a | 24458 | 16.0% |
| f | 13635 | 8.9% |
| t | 11587 | 7.6% |
| c | 5152 | 3.4% |
| d | 2439 | 1.6% |
| e | 1395 | 0.9% |
| q | 1275 | 0.8% |
| p | 724 | 0.5% |
| g | 609 | 0.4% |
| Other values (27) | 2888 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 506794 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 33838 |
| Missing (%) | 1.0% |
| Memory size | 27.0 MiB |
| LE VILLAGE | 32178 |
|---|---|
| LE BOURG | 28220 |
| AV JEAN JAURES | 7143 |
| GR GRANDE RUE | 7114 |
| RUE DE LA REPUBLIQUE | 6371 |
| Other values (506789) |
Length
| Max length | 31 |
|---|---|
| Median length | 14 |
| Mean length | 14.72676219 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 172968 ? |
|---|---|
| Unique (%) | 4.9% |
Sample
| 1st row | RUE DE MONTHOLON |
|---|---|
| 2nd row | RUE GEN DELESTRAINT |
| 3rd row | RUE GEN DELESTRAINT |
| 4th row | RUE DES CHAMPAGNES |
| 5th row | LOT LE BIOLAY |
Common Values
| Value | Count | Frequency (%) |
| LE VILLAGE | 32178 | 0.9% |
| LE BOURG | 28220 | 0.8% |
| AV JEAN JAURES | 7143 | 0.2% |
| GR GRANDE RUE | 7114 | 0.2% |
| RUE DE LA REPUBLIQUE | 6371 | 0.2% |
| RUE JEAN JAURES | 6156 | 0.2% |
| RUE PASTEUR | 5574 | 0.2% |
| RUE VICTOR HUGO | 5201 | 0.1% |
| AV DE LA REPUBLIQUE | 5129 | 0.1% |
| RUE DE PARIS | 4361 | 0.1% |
| Other values (506784) | 3391926 | |
| (Missing) | 33838 | 1.0% |
Length
| Value | Count | Frequency (%) |
| rue | 1177070 | 11.7% |
| de | 768672 | 7.6% |
| la | 519788 | 5.2% |
| du | 353758 | 3.5% |
| le | 306217 | 3.0% |
| des | 301752 | 3.0% |
| av | 270241 | 2.7% |
| les | 240278 | 2.4% |
| che | 113774 | 1.1% |
| rte | 111467 | 1.1% |
| Other values (209127) | 5908361 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 16746 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 33771 |
| Missing (%) | 1.0% |
| Memory size | 27.0 MiB |
| B005 | 15947 |
|---|---|
| B007 | 15302 |
| B003 | 15299 |
| B014 | 15037 |
| B017 | 14877 |
| Other values (16741) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1504 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2730 |
|---|---|
| 2nd row | 1650 |
| 3rd row | 1650 |
| 4th row | 0043 |
| 5th row | A003 |
Common Values
| Value | Count | Frequency (%) |
| B005 | 15947 | 0.5% |
| B007 | 15302 | 0.4% |
| B003 | 15299 | 0.4% |
| B014 | 15037 | 0.4% |
| B017 | 14877 | 0.4% |
| B006 | 14826 | 0.4% |
| B002 | 14820 | 0.4% |
| B010 | 14740 | 0.4% |
| B001 | 14734 | 0.4% |
| 0020 | 14702 | 0.4% |
| Other values (16736) | 3349156 | |
| (Missing) | 33771 | 1.0% |
Length
| Value | Count | Frequency (%) |
| b005 | 15947 | 0.5% |
| b007 | 15302 | 0.4% |
| b003 | 15299 | 0.4% |
| b014 | 15037 | 0.4% |
| b017 | 14877 | 0.4% |
| b006 | 14826 | 0.4% |
| b002 | 14820 | 0.4% |
| b010 | 14740 | 0.4% |
| b001 | 14734 | 0.4% |
| 0020 | 14702 | 0.4% |
| Other values (16736) | 3349156 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5862 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 33937 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50443.2464 |
| Minimum | 1000 |
|---|---|
| Maximum | 97490 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 6540 |
| Q1 | 29200 |
| median | 49280 |
| Q3 | 75016 |
| 95-th percentile | 93130 |
| Maximum | 97490 |
| Range | 96490 |
| Interquartile range (IQR) | 45816 |
Descriptive statistics
| Standard deviation | 27505.41514 |
|---|---|
| Coefficient of variation (CV) | 0.5452744838 |
| Kurtosis | -1.200231695 |
| Mean | 50443.2464 |
| Median Absolute Deviation (MAD) | 24060 |
| Skewness | -0.006414740661 |
| Sum | 1.765147406 × 1011 |
| Variance | 756547862.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21000 | 8593 | 0.2% |
| 69100 | 8256 | 0.2% |
| 75015 | 7867 | 0.2% |
| 18000 | 7830 | 0.2% |
| 54000 | 7612 | 0.2% |
| 31200 | 7175 | 0.2% |
| 75016 | 7019 | 0.2% |
| 51100 | 6925 | 0.2% |
| 35000 | 6733 | 0.2% |
| 29200 | 6570 | 0.2% |
| Other values (5852) | 3424694 | |
| (Missing) | 33937 | 1.0% |
| Value | Count | Frequency (%) |
| 1000 | 1892 | |
| 1090 | 462 | < 0.1% |
| 1100 | 1153 | |
| 1110 | 807 | < 0.1% |
| 1120 | 920 | < 0.1% |
| 1130 | 453 | < 0.1% |
| 1140 | 646 | < 0.1% |
| 1150 | 1158 | |
| 1160 | 896 | < 0.1% |
| 1170 | 2302 |
| Value | Count | Frequency (%) |
| 97490 | 1855 | |
| 97480 | 613 | < 0.1% |
| 97470 | 388 | < 0.1% |
| 97460 | 732 | < 0.1% |
| 97450 | 271 | < 0.1% |
| 97442 | 47 | < 0.1% |
| 97441 | 370 | < 0.1% |
| 97440 | 879 | |
| 97439 | 114 | < 0.1% |
| 97438 | 644 | < 0.1% |
| Distinct | 30590 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.0 MiB |
| Toulouse | 29142 |
|---|---|
| Nice | 18541 |
| Nantes | 16670 |
| Montpellier | 14816 |
| Bordeaux | 13574 |
| Other values (30585) |
Length
| Max length | 45 |
|---|---|
| Median length | 10 |
| Mean length | 11.89568299 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 334 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Bourg-en-Bresse |
|---|---|
| 2nd row | Bourg-en-Bresse |
| 3rd row | Bourg-en-Bresse |
| 4th row | Priay |
| 5th row | Saint-Étienne-du-Bois |
Common Values
| Value | Count | Frequency (%) |
| Toulouse | 29142 | 0.8% |
| Nice | 18541 | 0.5% |
| Nantes | 16670 | 0.5% |
| Montpellier | 14816 | 0.4% |
| Bordeaux | 13574 | 0.4% |
| Lille | 12182 | 0.3% |
| Rennes | 11384 | 0.3% |
| Nîmes | 8921 | 0.3% |
| Le Havre | 8842 | 0.3% |
| Dijon | 8668 | 0.2% |
| Other values (30580) | 3390471 |
Length
| Value | Count | Frequency (%) |
| arrondissement | 124276 | 3.0% |
| la | 108063 | 2.6% |
| le | 102566 | 2.5% |
| paris | 68183 | 1.7% |
| les | 38342 | 0.9% |
| marseille | 34357 | 0.8% |
| toulouse | 29142 | 0.7% |
| lyon | 21736 | 0.5% |
| nice | 18541 | 0.5% |
| nantes | 16670 | 0.4% |
| Other values (30496) | 3539720 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
ancien_code_commune
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 192 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 3528985 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52133.70303 |
| Minimum | 1059 |
|---|---|
| Maximum | 91182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 1059 |
|---|---|
| 5-th percentile | 1414 |
| Q1 | 35011 |
| median | 50516 |
| Q3 | 78884 |
| 95-th percentile | 89448 |
| Maximum | 91182 |
| Range | 90123 |
| Interquartile range (IQR) | 43873 |
Descriptive statistics
| Standard deviation | 26055.09046 |
|---|---|
| Coefficient of variation (CV) | 0.4997744058 |
| Kurtosis | -0.8447448861 |
| Mean | 52133.70303 |
| Median Absolute Deviation (MAD) | 22404 |
| Skewness | -0.2432193738 |
| Sum | 220317029 |
| Variance | 678867738.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 91182 | 188 | < 0.1% |
| 49065 | 186 | < 0.1% |
| 53014 | 152 | < 0.1% |
| 89448 | 136 | < 0.1% |
| 41257 | 111 | < 0.1% |
| 78251 | 109 | < 0.1% |
| 78524 | 76 | < 0.1% |
| 50581 | 72 | < 0.1% |
| 14666 | 71 | < 0.1% |
| 79171 | 67 | < 0.1% |
| Other values (182) | 3058 | 0.1% |
| (Missing) | 3528985 |
| Value | Count | Frequency (%) |
| 1059 | 3 | < 0.1% |
| 1091 | 63 | |
| 1097 | 26 | |
| 1122 | 39 | |
| 1186 | 4 | < 0.1% |
| 1205 | 28 | |
| 1218 | 13 | < 0.1% |
| 1221 | 5 | < 0.1% |
| 1341 | 11 | < 0.1% |
| 1413 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 91182 | 188 | |
| 90073 | 1 | < 0.1% |
| 89448 | 136 | |
| 89381 | 14 | < 0.1% |
| 89340 | 11 | < 0.1% |
| 89109 | 2 | < 0.1% |
| 87184 | 17 | < 0.1% |
| 87173 | 45 | < 0.1% |
| 86278 | 61 | < 0.1% |
| 86188 | 24 | < 0.1% |
| Distinct | 192 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 3528985 |
| Missing (%) | 99.9% |
| Memory size | 27.0 MiB |
| Courcouronnes | 188 |
|---|---|
| Champigné | 186 |
| Azé | 152 |
| Vignes | 136 |
| Thenay | 111 |
| Other values (187) |
Length
| Max length | 26 |
|---|---|
| Median length | 10 |
| Mean length | 11.98414576 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Lancrans |
|---|---|
| 2nd row | Lancrans |
| 3rd row | Châtillon-en-Michaille |
| 4th row | Châtillon-en-Michaille |
| 5th row | Lancrans |
Common Values
| Value | Count | Frequency (%) |
| Courcouronnes | 188 | < 0.1% |
| Champigné | 186 | < 0.1% |
| Azé | 152 | < 0.1% |
| Vignes | 136 | < 0.1% |
| Thenay | 111 | < 0.1% |
| Fourqueux | 109 | < 0.1% |
| Rocquencourt | 76 | < 0.1% |
| Soulles | 72 | < 0.1% |
| Sannerville | 71 | < 0.1% |
| Mauzé-Thouarsais | 67 | < 0.1% |
| Other values (182) | 3058 | 0.1% |
| (Missing) | 3528985 |
Length
| Value | Count | Frequency (%) |
| courcouronnes | 188 | 4.2% |
| champigné | 186 | 4.1% |
| le | 173 | 3.8% |
| azé | 152 | 3.4% |
| vignes | 136 | 3.0% |
| thenay | 111 | 2.5% |
| fourqueux | 109 | 2.4% |
| la | 78 | 1.7% |
| rocquencourt | 76 | 1.7% |
| soulles | 72 | 1.6% |
| Other values (185) | 3232 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2142850 |
|---|---|
| Distinct (%) | 60.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.0 MiB |
| 95280000AC0239 | 1693 |
|---|---|
| 91345000AO0357 | 1044 |
| 783220000F0122 | 1013 |
| 910270000E0576 | 971 |
| 930530000J0092 | 806 |
| Other values (2142845) |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1709064 ? |
|---|---|
| Unique (%) | 48.4% |
Sample
| 1st row | 01053000AI0298 |
|---|---|
| 2nd row | 01053000AM0095 |
| 3rd row | 01053000AM0095 |
| 4th row | 013140000E1676 |
| 5th row | 01350000AA0011 |
Common Values
| Value | Count | Frequency (%) |
| 95280000AC0239 | 1693 | < 0.1% |
| 91345000AO0357 | 1044 | < 0.1% |
| 783220000F0122 | 1013 | < 0.1% |
| 910270000E0576 | 971 | < 0.1% |
| 930530000J0092 | 806 | < 0.1% |
| 78242000AC0403 | 697 | < 0.1% |
| 93031000AU0124 | 687 | < 0.1% |
| 13001000IX0113 | 630 | < 0.1% |
| 75114000DM0007 | 595 | < 0.1% |
| 30189000EM0022 | 502 | < 0.1% |
| Other values (2142840) | 3524573 |
Length
| Value | Count | Frequency (%) |
| 95280000ac0239 | 1693 | < 0.1% |
| 91345000ao0357 | 1044 | < 0.1% |
| 783220000f0122 | 1013 | < 0.1% |
| 910270000e0576 | 971 | < 0.1% |
| 930530000j0092 | 806 | < 0.1% |
| 78242000ac0403 | 697 | < 0.1% |
| 93031000au0124 | 687 | < 0.1% |
| 13001000ix0113 | 630 | < 0.1% |
| 75114000dm0007 | 595 | < 0.1% |
| 30189000em0022 | 502 | < 0.1% |
| Other values (2142840) | 3524573 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3366 |
|---|---|
| Distinct (%) | 81.0% |
| Missing | 3529056 |
| Missing (%) | 99.9% |
| Memory size | 27.0 MiB |
| 782510000B0256 | 32 |
|---|---|
| 78524000AD0005 | 19 |
| 78524000AB0143 | 15 |
| 91182000AP0094 | 14 |
| 78524000AB0101 | 14 |
| Other values (3361) |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2882 ? |
|---|---|
| Unique (%) | 69.4% |
Sample
| 1st row | 012050000E1483 |
|---|---|
| 2nd row | 012050000E1490 |
| 3rd row | 010910000A1095 |
| 4th row | 010910000A1104 |
| 5th row | 012050000E1401 |
Common Values
| Value | Count | Frequency (%) |
| 782510000B0256 | 32 | < 0.1% |
| 78524000AD0005 | 19 | < 0.1% |
| 78524000AB0143 | 15 | < 0.1% |
| 91182000AP0094 | 14 | < 0.1% |
| 78524000AB0101 | 14 | < 0.1% |
| 691470000U0362 | 12 | < 0.1% |
| 91182000AP0087 | 12 | < 0.1% |
| 91182000AP0046 | 10 | < 0.1% |
| 91182000AP0091 | 9 | < 0.1% |
| 91182000AN0028 | 8 | < 0.1% |
| Other values (3356) | 4010 | 0.1% |
| (Missing) | 3529056 |
Length
| Value | Count | Frequency (%) |
| 782510000b0256 | 32 | 0.8% |
| 78524000ad0005 | 19 | 0.5% |
| 78524000ab0143 | 15 | 0.4% |
| 91182000ap0094 | 14 | 0.3% |
| 78524000ab0101 | 14 | 0.3% |
| 691470000u0362 | 12 | 0.3% |
| 91182000ap0087 | 12 | 0.3% |
| 91182000ap0046 | 10 | 0.2% |
| 91182000ap0091 | 9 | 0.2% |
| 91182000ap0059 | 8 | 0.2% |
| Other values (3356) | 4010 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
lot1_surface_carrez
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 18559 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 3234737 |
| Missing (%) | 91.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.73629629 |
| Minimum | 0.14 |
|---|---|
| Maximum | 9646.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 0.14 |
|---|---|
| 5-th percentile | 16.28 |
| Q1 | 33.62 |
| median | 53.045 |
| Q3 | 72.94 |
| 95-th percentile | 116.44 |
| Maximum | 9646.2 |
| Range | 9646.06 |
| Interquartile range (IQR) | 39.32 |
Descriptive statistics
| Standard deviation | 113.0510994 |
|---|---|
| Coefficient of variation (CV) | 1.831193417 |
| Kurtosis | 2712.421666 |
| Mean | 61.73629629 |
| Median Absolute Deviation (MAD) | 19.625 |
| Skewness | 44.33723987 |
| Sum | 18426679.3 |
| Variance | 12780.55107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.5 | 1215 | < 0.1% |
| 12 | 643 | < 0.1% |
| 15 | 373 | < 0.1% |
| 13 | 350 | < 0.1% |
| 10 | 328 | < 0.1% |
| 30 | 284 | < 0.1% |
| 40 | 278 | < 0.1% |
| 20 | 271 | < 0.1% |
| 25 | 268 | < 0.1% |
| 14 | 265 | < 0.1% |
| Other values (18549) | 294199 | 8.3% |
| (Missing) | 3234737 |
| Value | Count | Frequency (%) |
| 0.14 | 1 | |
| 0.26 | 1 | |
| 0.36 | 1 | |
| 0.5 | 1 | |
| 0.61 | 1 | |
| 0.64 | 1 | |
| 0.7 | 1 | |
| 0.74 | 1 | |
| 0.8 | 1 | |
| 0.85 | 1 |
| Value | Count | Frequency (%) |
| 9646.2 | 1 | < 0.1% |
| 9101 | 1 | < 0.1% |
| 8946 | 1 | < 0.1% |
| 8875.2 | 1 | < 0.1% |
| 8771.94 | 1 | < 0.1% |
| 8719.9 | 1 | < 0.1% |
| 7717 | 1 | < 0.1% |
| 7634 | 1 | < 0.1% |
| 7597.7 | 19 | |
| 6422.87 | 1 | < 0.1% |
lot2_surface_carrez
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 12485 |
|---|---|
| Distinct (%) | 16.8% |
| Missing | 3458801 |
| Missing (%) | 97.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.44957197 |
| Minimum | 0.13 |
|---|---|
| Maximum | 8630 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 0.13 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 43 |
| median | 61.08 |
| Q3 | 76.26 |
| 95-th percentile | 110.1 |
| Maximum | 8630 |
| Range | 8629.87 |
| Interquartile range (IQR) | 33.26 |
Descriptive statistics
| Standard deviation | 53.40071893 |
|---|---|
| Coefficient of variation (CV) | 0.8416245733 |
| Kurtosis | 9455.510397 |
| Mean | 63.44957197 |
| Median Absolute Deviation (MAD) | 16.78 |
| Skewness | 67.65985445 |
| Sum | 4721282.65 |
| Variance | 2851.636783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69.16 | 105 | < 0.1% |
| 74.83 | 99 | < 0.1% |
| 20.43 | 71 | < 0.1% |
| 65 | 67 | < 0.1% |
| 55 | 64 | < 0.1% |
| 67 | 61 | < 0.1% |
| 68 | 59 | < 0.1% |
| 70 | 58 | < 0.1% |
| 50 | 57 | < 0.1% |
| 54 | 55 | < 0.1% |
| Other values (12475) | 73714 | 2.1% |
| (Missing) | 3458801 |
| Value | Count | Frequency (%) |
| 0.13 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.54 | 1 | < 0.1% |
| 0.58 | 1 | < 0.1% |
| 0.63 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.8 | 4 | |
| 0.9 | 2 | |
| 0.91 | 1 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8630 | 1 | |
| 3583.64 | 1 | |
| 3006.59 | 1 | |
| 2520 | 1 | |
| 2111.68 | 1 | |
| 1989.7 | 1 | |
| 1828.92 | 1 | |
| 1584.42 | 1 | |
| 1505.32 | 1 | |
| 1474.6 | 1 |
lot3_surface_carrez
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 5133 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 3525820 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.66339196 |
| Minimum | 0.85 |
|---|---|
| Maximum | 3583.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 0.85 |
|---|---|
| 5-th percentile | 14.085 |
| Q1 | 38.425 |
| median | 60.76 |
| Q3 | 85.21 |
| 95-th percentile | 167.43 |
| Maximum | 3583.64 |
| Range | 3582.79 |
| Interquartile range (IQR) | 46.785 |
Descriptive statistics
| Standard deviation | 82.71852482 |
|---|---|
| Coefficient of variation (CV) | 1.138379624 |
| Kurtosis | 547.2276462 |
| Mean | 72.66339196 |
| Median Absolute Deviation (MAD) | 23.15 |
| Skewness | 16.83892817 |
| Sum | 537055.13 |
| Variance | 6842.354349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52.31 | 91 | < 0.1% |
| 20.61 | 69 | < 0.1% |
| 12.5 | 21 | < 0.1% |
| 195.18 | 21 | < 0.1% |
| 15 | 15 | < 0.1% |
| 66.11 | 14 | < 0.1% |
| 40 | 12 | < 0.1% |
| 12 | 12 | < 0.1% |
| 19 | 11 | < 0.1% |
| 20 | 11 | < 0.1% |
| Other values (5123) | 7114 | 0.2% |
| (Missing) | 3525820 |
| Value | Count | Frequency (%) |
| 0.85 | 1 | < 0.1% |
| 1 | 7 | |
| 1.13 | 1 | < 0.1% |
| 1.22 | 1 | < 0.1% |
| 1.25 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.33 | 1 | < 0.1% |
| 1.35 | 1 | < 0.1% |
| 1.53 | 1 | < 0.1% |
| 1.78 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3583.64 | 1 | |
| 2128.86 | 1 | |
| 1699.39 | 1 | |
| 1480.16 | 1 | |
| 1300 | 1 | |
| 1240 | 1 | |
| 1132.3 | 1 | |
| 1055 | 1 | |
| 918.1 | 1 | |
| 889 | 1 |
lot4_numero
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 804 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 3520085 |
| Missing (%) | 99.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.2614658 |
| Minimum | 2 |
|---|---|
| Maximum | 191612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 24 |
| Q3 | 71 |
| 95-th percentile | 411 |
| Maximum | 191612 |
| Range | 191610 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 2245.813621 |
|---|---|
| Coefficient of variation (CV) | 15.89827494 |
| Kurtosis | 6072.676851 |
| Mean | 141.2614658 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 75.84754127 |
| Sum | 1854198 |
| Variance | 5043678.822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 783 | < 0.1% |
| 8 | 733 | < 0.1% |
| 7 | 722 | < 0.1% |
| 4 | 681 | < 0.1% |
| 6 | 678 | < 0.1% |
| 5 | 631 | < 0.1% |
| 3 | 323 | < 0.1% |
| 2 | 249 | < 0.1% |
| 13 | 223 | < 0.1% |
| 17 | 150 | < 0.1% |
| Other values (794) | 7953 | 0.2% |
| (Missing) | 3520085 |
| Value | Count | Frequency (%) |
| 2 | 249 | < 0.1% |
| 3 | 323 | |
| 4 | 681 | |
| 5 | 631 | |
| 6 | 678 | |
| 7 | 722 | |
| 8 | 733 | |
| 9 | 783 | |
| 11 | 8 | < 0.1% |
| 12 | 118 | < 0.1% |
| Value | Count | Frequency (%) |
| 191612 | 1 | |
| 161816 | 1 | |
| 20035 | 1 | |
| 17014 | 1 | |
| 11279 | 1 | |
| 11045 | 1 | |
| 11043 | 1 | |
| 11041 | 1 | |
| 10729 | 1 | |
| 10520 | 1 |
lot4_surface_carrez
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 1558 |
|---|---|
| Distinct (%) | 76.7% |
| Missing | 3531180 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.28162974 |
| Minimum | 1 |
|---|---|
| Maximum | 5107.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11.52 |
| Q1 | 33.285 |
| median | 65.09 |
| Q3 | 97.635 |
| 95-th percentile | 210.42 |
| Maximum | 5107.9 |
| Range | 5106.9 |
| Interquartile range (IQR) | 64.35 |
Descriptive statistics
| Standard deviation | 175.4470496 |
|---|---|
| Coefficient of variation (CV) | 1.987356261 |
| Kurtosis | 398.0506412 |
| Mean | 88.28162974 |
| Median Absolute Deviation (MAD) | 32.07 |
| Skewness | 16.78892705 |
| Sum | 179299.99 |
| Variance | 30781.66721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 74.87 | 90 | < 0.1% |
| 20.99 | 68 | < 0.1% |
| 115.75 | 21 | < 0.1% |
| 51.44 | 14 | < 0.1% |
| 63.88 | 13 | < 0.1% |
| 12.5 | 10 | < 0.1% |
| 20 | 8 | < 0.1% |
| 53.93 | 8 | < 0.1% |
| 57.92 | 7 | < 0.1% |
| 14.84 | 6 | < 0.1% |
| Other values (1548) | 1786 | 0.1% |
| (Missing) | 3531180 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 1.55 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.33 | 1 | < 0.1% |
| 2.87 | 1 | < 0.1% |
| 3.09 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3.65 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5107.9 | 1 | |
| 3208.9 | 1 | |
| 2023 | 1 | |
| 1612 | 1 | |
| 1588.65 | 1 | |
| 1588.25 | 1 | |
| 1415.96 | 1 | |
| 1362.6 | 1 | |
| 1300 | 1 | |
| 1055 | 1 |
lot5_numero
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 585 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 3526863 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.1717076 |
| Minimum | 2 |
|---|---|
| Maximum | 191613 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 28 |
| Q3 | 82 |
| 95-th percentile | 576.65 |
| Maximum | 191613 |
| Range | 191611 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 3186.490293 |
|---|---|
| Coefficient of variation (CV) | 17.39619254 |
| Kurtosis | 3098.016362 |
| Mean | 183.1717076 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 54.84380155 |
| Sum | 1162774 |
| Variance | 10153720.39 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 366 | < 0.1% |
| 8 | 360 | < 0.1% |
| 5 | 339 | < 0.1% |
| 6 | 305 | < 0.1% |
| 7 | 302 | < 0.1% |
| 4 | 191 | < 0.1% |
| 3 | 154 | < 0.1% |
| 14 | 132 | < 0.1% |
| 705 | 91 | < 0.1% |
| 2 | 82 | < 0.1% |
| Other values (575) | 4026 | 0.1% |
| (Missing) | 3526863 |
| Value | Count | Frequency (%) |
| 2 | 82 | < 0.1% |
| 3 | 154 | |
| 4 | 191 | |
| 5 | 339 | |
| 6 | 305 | |
| 7 | 302 | |
| 8 | 360 | |
| 9 | 366 | |
| 11 | 1 | < 0.1% |
| 12 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 191613 | 1 | |
| 161915 | 1 | |
| 20036 | 1 | |
| 11046 | 1 | |
| 7062 | 1 | |
| 7036 | 2 | |
| 7005 | 2 | |
| 6175 | 1 | |
| 6074 | 1 | |
| 6034 | 1 |
lot5_surface_carrez
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 676 |
|---|---|
| Distinct (%) | 71.5% |
| Missing | 3532265 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.14411205 |
| Minimum | 0.89 |
|---|---|
| Maximum | 1029.55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 0.89 |
|---|---|
| 5-th percentile | 11.4875 |
| Q1 | 26.925 |
| median | 74.1 |
| Q3 | 107.135 |
| 95-th percentile | 278.3975 |
| Maximum | 1029.55 |
| Range | 1028.66 |
| Interquartile range (IQR) | 80.21 |
Descriptive statistics
| Standard deviation | 102.5548555 |
|---|---|
| Coefficient of variation (CV) | 1.125194521 |
| Kurtosis | 17.67653912 |
| Mean | 91.14411205 |
| Median Absolute Deviation (MAD) | 41.92 |
| Skewness | 3.473662083 |
| Sum | 86222.33 |
| Variance | 10517.49838 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 77 | 90 | < 0.1% |
| 23.79 | 68 | < 0.1% |
| 116.1 | 21 | < 0.1% |
| 32.67 | 13 | < 0.1% |
| 34.84 | 7 | < 0.1% |
| 12.5 | 7 | < 0.1% |
| 55.15 | 7 | < 0.1% |
| 21.44 | 6 | < 0.1% |
| 12 | 5 | < 0.1% |
| 21.1 | 4 | < 0.1% |
| Other values (666) | 718 | < 0.1% |
| (Missing) | 3532265 |
| Value | Count | Frequency (%) |
| 0.89 | 1 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.08 | 1 | < 0.1% |
| 2.23 | 1 | < 0.1% |
| 2.96 | 1 | < 0.1% |
| 3.2 | 1 | < 0.1% |
| 3.8 | 3 | |
| 3.91 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1029.55 | 1 | |
| 818.8 | 1 | |
| 769 | 1 | |
| 671.9 | 1 | |
| 662.35 | 1 | |
| 635.69 | 1 | |
| 613.7 | 1 | |
| 603.04 | 1 | |
| 567.43 | 1 | |
| 509.15 | 1 |
| Distinct | 86 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3993333543 |
| Minimum | 0 |
|---|---|
| Maximum | 175 |
| Zeros | 2436238 |
| Zeros (%) | 69.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 175 |
| Range | 175 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9237460492 |
|---|---|
| Coefficient of variation (CV) | 2.313220369 |
| Kurtosis | 3942.605237 |
| Mean | 0.3993333543 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.52830246 |
| Sum | 1410929 |
| Variance | 0.8533067635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2436238 | |
| 1 | 868685 | 24.6% |
| 2 | 190468 | 5.4% |
| 3 | 24694 | 0.7% |
| 4 | 6778 | 0.2% |
| 5 | 2526 | 0.1% |
| 6 | 1280 | < 0.1% |
| 7 | 679 | < 0.1% |
| 8 | 433 | < 0.1% |
| 9 | 278 | < 0.1% |
| Other values (76) | 1152 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2436238 | |
| 1 | 868685 | 24.6% |
| 2 | 190468 | 5.4% |
| 3 | 24694 | 0.7% |
| 4 | 6778 | 0.2% |
| 5 | 2526 | 0.1% |
| 6 | 1280 | < 0.1% |
| 7 | 679 | < 0.1% |
| 8 | 433 | < 0.1% |
| 9 | 278 | < 0.1% |
| Value | Count | Frequency (%) |
| 175 | 1 | |
| 159 | 1 | |
| 150 | 1 | |
| 142 | 1 | |
| 141 | 1 | |
| 136 | 1 | |
| 118 | 1 | |
| 114 | 1 | |
| 110 | 1 | |
| 104 | 2 |
code_type_local
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1632190 |
| Missing (%) | 46.2% |
| Memory size | 27.0 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 698631 | |
| 2.0 | 614886 | 17.4% |
| 3.0 | 450801 | 12.8% |
| 4.0 | 136703 | 3.9% |
| (Missing) | 1632190 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 698631 | |
| 2.0 | 614886 | |
| 3.0 | 450801 | |
| 4.0 | 136703 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1632190 |
| Missing (%) | 46.2% |
| Memory size | 27.0 MiB |
| Maison | |
|---|---|
| Appartement | |
| Dépendance | |
| Local industriel. commercial ou assimilé |
Length
| Max length | 40 |
|---|---|
| Median length | 10 |
| Mean length | 11.01074738 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Appartement |
|---|---|
| 2nd row | Dépendance |
| 3rd row | Appartement |
| 4th row | Maison |
| 5th row | Maison |
Common Values
| Value | Count | Frequency (%) |
| Maison | 698631 | |
| Appartement | 614886 | 17.4% |
| Dépendance | 450801 | 12.8% |
| Local industriel. commercial ou assimilé | 136703 | 3.9% |
| (Missing) | 1632190 |
Length
Pie chart
| Value | Count | Frequency (%) |
| maison | 698631 | |
| appartement | 614886 | |
| dépendance | 450801 | |
| assimilé | 136703 | 5.6% |
| ou | 136703 | 5.6% |
| commercial | 136703 | 5.6% |
| industriel | 136703 | 5.6% |
| local | 136703 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
surface_reelle_bati
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 4598 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2090899 |
| Missing (%) | 59.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.5582745 |
| Minimum | 1 |
|---|---|
| Maximum | 312962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 49 |
| median | 75 |
| Q3 | 104 |
| 95-th percentile | 190 |
| Maximum | 312962 |
| Range | 312961 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 909.0004014 |
|---|---|
| Coefficient of variation (CV) | 7.934829723 |
| Kurtosis | 40237.20298 |
| Mean | 114.5582745 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 162.9347308 |
| Sum | 165228774 |
| Variance | 826281.7298 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 28149 | 0.8% |
| 60 | 26035 | 0.7% |
| 90 | 25149 | 0.7% |
| 70 | 25027 | 0.7% |
| 100 | 21679 | 0.6% |
| 50 | 21599 | 0.6% |
| 65 | 20212 | 0.6% |
| 40 | 19079 | 0.5% |
| 75 | 17538 | 0.5% |
| 30 | 16977 | 0.5% |
| Other values (4588) | 1220868 | |
| (Missing) | 2090899 |
| Value | Count | Frequency (%) |
| 1 | 345 | < 0.1% |
| 2 | 448 | < 0.1% |
| 3 | 356 | < 0.1% |
| 4 | 229 | < 0.1% |
| 5 | 327 | < 0.1% |
| 6 | 436 | < 0.1% |
| 7 | 356 | < 0.1% |
| 8 | 1074 | < 0.1% |
| 9 | 1140 | < 0.1% |
| 10 | 3914 |
| Value | Count | Frequency (%) |
| 312962 | 2 | < 0.1% |
| 240000 | 2 | < 0.1% |
| 215000 | 2 | < 0.1% |
| 212120 | 2 | < 0.1% |
| 152856 | 6 | |
| 142536 | 1 | < 0.1% |
| 142124 | 1 | < 0.1% |
| 112755 | 1 | < 0.1% |
| 107476 | 1 | < 0.1% |
| 104760 | 1 | < 0.1% |
nombre_pieces_principales
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1634823 |
| Missing (%) | 46.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3919852 |
| Minimum | 0 |
|---|---|
| Maximum | 67 |
| Zeros | 587272 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.079934991 |
|---|---|
| Coefficient of variation (CV) | 0.86954342 |
| Kurtosis | 2.596047971 |
| Mean | 2.3919852 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.5953746862 |
| Sum | 4540916 |
| Variance | 4.326129569 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 587272 | 16.6% |
| 4 | 320521 | 9.1% |
| 3 | 314175 | 8.9% |
| 2 | 230368 | 6.5% |
| 5 | 188126 | 5.3% |
| 1 | 141803 | 4.0% |
| 6 | 72887 | 2.1% |
| 7 | 26420 | 0.7% |
| 8 | 9738 | 0.3% |
| 9 | 3609 | 0.1% |
| Other values (30) | 3469 | 0.1% |
| (Missing) | 1634823 |
| Value | Count | Frequency (%) |
| 0 | 587272 | |
| 1 | 141803 | 4.0% |
| 2 | 230368 | 6.5% |
| 3 | 314175 | |
| 4 | 320521 | |
| 5 | 188126 | 5.3% |
| 6 | 72887 | 2.1% |
| 7 | 26420 | 0.7% |
| 8 | 9738 | 0.3% |
| 9 | 3609 | 0.1% |
| Value | Count | Frequency (%) |
| 67 | 1 | < 0.1% |
| 56 | 2 | |
| 54 | 1 | < 0.1% |
| 53 | 3 | |
| 50 | 2 | |
| 41 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 1 | < 0.1% |
| 33 | 2 | |
| 32 | 2 |
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1112059 |
| Missing (%) | 31.5% |
| Memory size | 27.0 MiB |
| S | |
|---|---|
| T | |
| P | |
| AB | |
| J | |
| Other values (22) |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.197536958 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | S |
| 3rd row | S |
| 4th row | S |
| 5th row | L |
Common Values
| Value | Count | Frequency (%) |
| S | 1151464 | |
| T | 359174 | 10.2% |
| P | 190040 | 5.4% |
| AB | 127433 | 3.6% |
| J | 123089 | 3.5% |
| BT | 103871 | 2.9% |
| L | 96258 | 2.7% |
| AG | 84735 | 2.4% |
| VI | 41396 | 1.2% |
| BR | 34436 | 1.0% |
| Other values (17) | 109256 | 3.1% |
| (Missing) | 1112059 |
Length
| Value | Count | Frequency (%) |
| s | 1151464 | |
| t | 359174 | 14.8% |
| p | 190040 | 7.8% |
| ab | 127433 | 5.3% |
| j | 123089 | 5.1% |
| bt | 103871 | 4.3% |
| l | 96258 | 4.0% |
| ag | 84735 | 3.5% |
| vi | 41396 | 1.7% |
| br | 34436 | 1.4% |
| Other values (17) | 109256 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1112059 |
| Missing (%) | 31.5% |
| Memory size | 27.0 MiB |
| sols | |
|---|---|
| terres | |
| prés | |
| terrains a bâtir | |
| jardins | |
| Other values (22) |
Length
| Max length | 19 |
|---|---|
| Median length | 4 |
| Mean length | 6.638552639 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sols |
|---|---|
| 2nd row | sols |
| 3rd row | sols |
| 4th row | sols |
| 5th row | landes |
Common Values
| Value | Count | Frequency (%) |
| sols | 1151464 | |
| terres | 359174 | 10.2% |
| prés | 190040 | 5.4% |
| terrains a bâtir | 127433 | 3.6% |
| jardins | 123089 | 3.5% |
| taillis simples | 103871 | 2.9% |
| landes | 96258 | 2.7% |
| terrains d'agrément | 84735 | 2.4% |
| vignes | 41396 | 1.2% |
| futaies résineuses | 34436 | 1.0% |
| Other values (17) | 109256 | 3.1% |
| (Missing) | 1112059 |
Length
| Value | Count | Frequency (%) |
| sols | 1151464 | |
| terres | 359282 | 12.2% |
| terrains | 212168 | 7.2% |
| prés | 192687 | 6.5% |
| a | 127433 | 4.3% |
| bâtir | 127433 | 4.3% |
| jardins | 123089 | 4.2% |
| taillis | 121598 | 4.1% |
| simples | 103871 | 3.5% |
| landes | 96592 | 3.3% |
| Other values (24) | 331523 | 11.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3375916 |
| Missing (%) | 95.5% |
| Memory size | 27.0 MiB |
| POTAG | |
|---|---|
| PATUR | |
| PARC | |
| PIN | |
| FRICH | |
| Other values (115) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.498534601 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ACACI |
|---|---|
| 2nd row | FRICH |
| 3rd row | PATUR |
| 4th row | FRICH |
| 5th row | FRICH |
Common Values
| Value | Count | Frequency (%) |
| POTAG | 34964 | 1.0% |
| PATUR | 15855 | 0.4% |
| PARC | 13383 | 0.4% |
| PIN | 12642 | 0.4% |
| FRICH | 10625 | 0.3% |
| VAOC | 7371 | 0.2% |
| CHAT | 5181 | 0.1% |
| IMM | 4363 | 0.1% |
| CHENE | 3885 | 0.1% |
| MARAI | 3456 | 0.1% |
| Other values (110) | 45570 | 1.3% |
| (Missing) | 3375916 |
Length
| Value | Count | Frequency (%) |
| potag | 34964 | |
| patur | 15855 | 10.1% |
| parc | 13383 | 8.5% |
| pin | 12642 | 8.0% |
| frich | 10625 | 6.8% |
| vaoc | 7371 | 4.7% |
| chat | 5181 | 3.3% |
| imm | 4363 | 2.8% |
| chene | 3885 | 2.5% |
| marai | 3456 | 2.2% |
| Other values (110) | 45570 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3375916 |
| Missing (%) | 95.5% |
| Memory size | 27.0 MiB |
| Jardin potager | |
|---|---|
| Pâture plantée | |
| Parc | |
| Pins | |
| Friche | |
| Other values (115) |
Length
| Max length | 38 |
|---|---|
| Median length | 14 |
| Mean length | 12.5603611 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Acacias |
|---|---|
| 2nd row | Friche |
| 3rd row | Pâture plantée |
| 4th row | Friche |
| 5th row | Friche |
Common Values
| Value | Count | Frequency (%) |
| Jardin potager | 34964 | 1.0% |
| Pâture plantée | 15855 | 0.4% |
| Parc | 13383 | 0.4% |
| Pins | 12642 | 0.4% |
| Friche | 10625 | 0.3% |
| Vins d'appellation d'origine contrôlée | 7371 | 0.2% |
| Châtaigneraie | 5181 | 0.1% |
| Dépendances d'ensemble immobilier | 4363 | 0.1% |
| Chênes | 3885 | 0.1% |
| Pré marais | 3456 | 0.1% |
| Other values (110) | 45570 | 1.3% |
| (Missing) | 3375916 |
Length
| Value | Count | Frequency (%) |
| jardin | 36478 | 12.8% |
| potager | 34964 | 12.2% |
| pâture | 15855 | 5.5% |
| plantée | 15855 | 5.5% |
| parc | 13387 | 4.7% |
| pins | 12642 | 4.4% |
| friche | 10625 | 3.7% |
| ou | 8329 | 2.9% |
| vins | 7549 | 2.6% |
| contrôlée | 7371 | 2.6% |
| Other values (154) | 122781 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 47002 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 1112128 |
| Missing (%) | 31.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3074.833515 |
| Minimum | 1 |
|---|---|
| Maximum | 2047961 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 235 |
| median | 623 |
| Q3 | 1930 |
| 95-th percentile | 12700 |
| Maximum | 2047961 |
| Range | 2047960 |
| Interquartile range (IQR) | 1695 |
Descriptive statistics
| Standard deviation | 13291.92486 |
|---|---|
| Coefficient of variation (CV) | 4.322811235 |
| Kurtosis | 4022.718132 |
| Mean | 3074.833515 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 45.59182149 |
| Sum | 7444427151 |
| Variance | 176675266.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 500 | 46822 | 1.3% |
| 1000 | 22377 | 0.6% |
| 600 | 6915 | 0.2% |
| 800 | 6849 | 0.2% |
| 12 | 6148 | 0.2% |
| 700 | 5766 | 0.2% |
| 400 | 5718 | 0.2% |
| 13 | 5609 | 0.2% |
| 100 | 5409 | 0.2% |
| 200 | 5371 | 0.2% |
| Other values (46992) | 2304099 | |
| (Missing) | 1112128 |
| Value | Count | Frequency (%) |
| 1 | 5124 | |
| 2 | 4143 | |
| 3 | 3848 | |
| 4 | 3956 | |
| 5 | 4051 | |
| 6 | 3966 | |
| 7 | 3688 | |
| 8 | 3785 | |
| 9 | 3687 | |
| 10 | 4781 |
| Value | Count | Frequency (%) |
| 2047961 | 1 | < 0.1% |
| 1889207 | 1 | < 0.1% |
| 1662560 | 1 | < 0.1% |
| 1459143 | 1 | < 0.1% |
| 1420388 | 1 | < 0.1% |
| 1411524 | 14 | |
| 1335003 | 19 | |
| 1322177 | 33 | |
| 1250223 | 1 | < 0.1% |
| 1204395 | 1 | < 0.1% |
| Distinct | 1888639 |
|---|---|
| Distinct (%) | 54.2% |
| Missing | 51669 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.212156196 |
| Minimum | -63.147439 |
|---|---|
| Maximum | 55.83136 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 811107 |
| Negative (%) | 23.0% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | -63.147439 |
|---|---|
| 5-th percentile | -2.245149 |
| Q1 | 0.177443 |
| median | 2.321533 |
| Q3 | 4.395876 |
| 95-th percentile | 6.605287 |
| Maximum | 55.83136 |
| Range | 118.978799 |
| Interquartile range (IQR) | 4.218433 |
Descriptive statistics
| Standard deviation | 6.292895562 |
|---|---|
| Coefficient of variation (CV) | 2.844688623 |
| Kurtosis | 67.79648593 |
| Mean | 2.212156196 |
| Median Absolute Deviation (MAD) | 2.117716 |
| Skewness | -1.590094114 |
| Sum | 7701714.707 |
| Variance | 39.60053455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.459332 | 1694 | < 0.1% |
| 2.288996 | 1044 | < 0.1% |
| 2.169271 | 1013 | < 0.1% |
| 2.395374 | 971 | < 0.1% |
| 2.46163 | 806 | < 0.1% |
| 2.042915 | 701 | < 0.1% |
| 2.324086 | 687 | < 0.1% |
| 2.311923 | 636 | < 0.1% |
| 5.393182 | 631 | < 0.1% |
| 4.33429 | 502 | < 0.1% |
| Other values (1888629) | 3472857 | |
| (Missing) | 51669 | 1.5% |
| Value | Count | Frequency (%) |
| -63.147439 | 1 | < 0.1% |
| -63.142903 | 4 | |
| -63.14264 | 4 | |
| -63.138181 | 1 | < 0.1% |
| -63.136159 | 8 | |
| -63.133047 | 1 | < 0.1% |
| -63.133045 | 1 | < 0.1% |
| -63.13262 | 6 | |
| -63.132466 | 3 | < 0.1% |
| -63.115044 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.83136 | 1 | |
| 55.830533 | 1 | |
| 55.830446 | 1 | |
| 55.829985 | 2 | |
| 55.829031 | 1 | |
| 55.828607 | 1 | |
| 55.828321 | 1 | |
| 55.827919 | 1 | |
| 55.827727 | 1 | |
| 55.827548 | 1 |
| Distinct | 1820702 |
|---|---|
| Distinct (%) | 52.3% |
| Missing | 51669 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.20441239 |
| Minimum | -21.385063 |
|---|---|
| Maximum | 51.082118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 17196 |
| Negative (%) | 0.5% |
| Memory size | 27.0 MiB |
Quantile statistics
| Minimum | -21.385063 |
|---|---|
| 5-th percentile | 43.25579005 |
| Q1 | 44.808463 |
| median | 46.897582 |
| Q3 | 48.70829 |
| 95-th percentile | 49.8812955 |
| Maximum | 51.082118 |
| Range | 72.467181 |
| Interquartile range (IQR) | 3.899827 |
Descriptive statistics
| Standard deviation | 5.705283676 |
|---|---|
| Coefficient of variation (CV) | 0.1234791956 |
| Kurtosis | 98.34584576 |
| Mean | 46.20441239 |
| Median Absolute Deviation (MAD) | 1.901368 |
| Skewness | -9.016514683 |
| Sum | 160862602.3 |
| Variance | 32.55026183 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49.037233 | 1693 | < 0.1% |
| 48.688202 | 1044 | < 0.1% |
| 48.757789 | 1013 | < 0.1% |
| 48.713603 | 971 | < 0.1% |
| 48.90182 | 806 | < 0.1% |
| 48.811098 | 698 | < 0.1% |
| 48.957154 | 691 | < 0.1% |
| 43.498437 | 631 | < 0.1% |
| 48.831863 | 596 | < 0.1% |
| 43.823295 | 502 | < 0.1% |
| Other values (1820692) | 3472897 | |
| (Missing) | 51669 | 1.5% |
| Value | Count | Frequency (%) |
| -21.385063 | 1 | |
| -21.384926 | 1 | |
| -21.384766 | 1 | |
| -21.384669 | 1 | |
| -21.384603 | 1 | |
| -21.384599 | 1 | |
| -21.38458 | 1 | |
| -21.38453 | 1 | |
| -21.384497 | 1 | |
| -21.384429 | 1 |
| Value | Count | Frequency (%) |
| 51.082118 | 6 | |
| 51.082045 | 4 | < 0.1% |
| 51.081947 | 4 | < 0.1% |
| 51.081805 | 4 | < 0.1% |
| 51.081765 | 2 | < 0.1% |
| 51.081631 | 4 | < 0.1% |
| 51.081576 | 3 | < 0.1% |
| 51.081375 | 6 | |
| 51.081102 | 13 | |
| 51.080765 | 5 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.